dcc_template

Writes a protected version-1.0 workbook for survey staff. Machine
headers and workbook structure are locked; yellow input cells remain editable.
Sheet protection has no password and prevents accidental edits only.

Rule-driven, auditable cleaning of survey and assessment
response data, implementing the WeianData Detect-Execute-Report
workflow. Provides a multi-format, multi-encoding input layer
(CSV, 'Excel', 'SPSS', 'Stata', 'SAS', Parquet, JSON), the
dcc_data container with a provenance chain, level-0 structural
diagnostics, five built-in response-quality detectors (missing
items, straight-lining, response time, trap items, score
anomalies), a declarative YAML rule engine, an execution engine
with a cell-level audit log, answer-key scoring, multi-form to
master item bank mapping, a normalized report model rendered as bilingual
staff workbooks and HTML, complete statistical bundles, and versioned
machine JSON/JSONL with findings-to-changes reconciliation,
cell-level lineage tracing, and
manifest-based one-command reproduction. Includes a protected bilingual
strict project workbook and matching JSON contract with cell-addressed
validation, non-mutating preflight, preview-first execution, and localized
staff guidance. All formally supported input backends install with the
package; PDF is optional rather than a fixed report output.

Kunxiang Ma

Data Cleaning Center for Survey and Assessment Data

WEIAN DATA TECH (Beijing) Co., Ltd. 

dcc_template function

<dl><dt>path</dt>
<dd>Destination <code>.xlsx</code> path. Required and never defaulted: the
caller chooses every location DCC writes to. Existing files are never
overwritten.</dd><dt>language</dt>
<dd>Primary instruction language, <code>"zh-CN"</code> or <code>"en"</code>;
both languages remain visible in the workbook.</dd></dl>

Arguments

Create the strict bilingual DCC Excel template — dcc_template

<dl>

<dt>path</dt>
<dd>Destination <code>.xlsx</code> path. Required and never defaulted: the
caller chooses every location DCC writes to. Existing files are never
overwritten.</dd>

<dt>language</dt>
<dd>Primary instruction language, <code>"zh-CN"</code> or <code>"en"</code>;
both languages remain visible in the workbook.</dd>

</dl>

dcc_template: Create the strict bilingual DCC Excel template

Description

Usage

Value

Arguments

Examples